Orateur
Marylou Gabrié
(Ecole Polytechnique)
Description
This workshop gathered experts in computational methods for rare events sampling interested in machine learning methods and experts in generative models interested in applications to physical systems. In this talk I will try to summarize the main directions of research that were highlighted in the workshops: how learning can help for dimensionality reduction? which machine learning strategies can be designed to sample rare events? and how generative models can be adapted to physics-applications?
